Mark Hauschild
Title
Cited by
Cited by
Year
An introduction and survey of estimation of distribution algorithms
M Hauschild, M Pelikan
Swarm and evolutionary computation 1 (3), 111-128, 2011
3922011
Using previous models to bias structural learning in the hierarchical BOA
MW Hauschild, M Pelikan, K Sastry, DE Goldberg
Evolutionary Computation 20 (1), 135-160, 2012
732012
Influence of selection and replacement strategies on linkage learning in BOA
CF Lima, M Pelikan, DE Goldberg, FG Lobo, K Sastry, M Hauschild
2007 IEEE Congress on Evolutionary Computation, 1083-1090, 2007
722007
Analyzing probabilistic models in hierarchical BOA on traps and spin glasses
M Hauschild, M Pelikan, CF Lima, K Sastry
Proceedings of the 9th annual conference on Genetic and evolutionary …, 2007
522007
Estimation of distribution algorithms
M Pelikan, MW Hauschild, FG Lobo
Springer Handbook of Computational Intelligence, 899-928, 2015
472015
Performance of evolutionary algorithms on NK landscapes with nearest neighbor interactions and tunable overlap
M Pelikan, K Sastry, DE Goldberg, MV Butz, M Hauschild
Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009
442009
Analyzing probabilistic models in hierarchical BOA
M Hauschild, M Pelikan, K Sastry, C Lima
IEEE Transactions on Evolutionary Computation 13 (6), 1199-1217, 2009
442009
Pairwise and problem-specific distance metrics in the linkage tree genetic algorithm
M Pelikan, MW Hauschild, D Thierens
Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011
252011
Enhancing efficiency of hierarchical BOA via distance-based model restrictions
M Hauschild, M Pelikan
International Conference on Parallel Problem Solving from Nature, 417-427, 2008
232008
Intelligent bias of network structures in the hierarchical BOA
MW Hauschild, M Pelikan
Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009
212009
Transfer learning, soft distance-based bias, and the hierarchical boa
M Pelikan, MW Hauschild, PL Lanzi
International Conference on Parallel Problem Solving from Nature, 173-183, 2012
162012
Introduction to estimation of distribution algorithms
M Pelikan, MW Hauschild, FG Lobo
MEDAL Report 2012003, 2012
162012
Network crossover performance on NK landscapes and deceptive problems
MW Hauschild, M Pelikan
Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010
142010
Learn from the past: Improving model-directed optimization by transfer learning based on distance-based bias
M Pelikan, MW Hauschild
Missouri Estimation of Distribution Algorithms Laboratory, University of …, 2012
102012
A survey of estimation of distribution algorithms
M Hauschild, M Pelikan
MEDAL Report, 0113, 2011
92011
Advanced neighborhoods and problem difficulty measures
M Hauschild, M Pelikan
Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011
82011
Image segmentation using a genetic algorithm and hierarchical local search
M Hauschild, S Bhatia, M Pelikan
Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012
72012
Second order heuristics in acgp
CZ Janikow, J Aleshunas, MW Hauschild
Proceedings of the 13th annual conference companion on Genetic and …, 2011
62011
Distance-based bias in model-directed optimization of additively decomposable problems
M Pelikan, MW Hauschild
Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012
52012
Linkage learning accuracy in the Bayesian optimization algorithm
CF Lima, M Pelikan, DE Goldberg, FG Lobo, K Sastry, M Hauschild
Linkage in Evolutionary Computation, 87-107, 2008
42008
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Articles 1–20